Mathematical contract-based workflow orchestration at the edge
We didn't build a better agent. We built the fence that makes agents trustworthy. GEM²-Crafter is the autonomous-AI platform that builds workflow systems with zero hard-coded business logic — Contract-Executors play F, L1 + L2 audit gates verify every step.
The Actors
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Wolfi (Gemini)Architect → Auditor + Orchestrator. Reads contracts, scaffolds the pipeline, then routes every gate at runtime. The sheepdog never sleeps.
🤖
Contract-Executor (Vultr)Single-F worker — the new vocabulary for Sheep. Vultr open-source LLM customized to execute one contract's processing logic. Swap the model — the contract holds.
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GEM² Truth FilterL1 P-checker + L2 O-checker on one engine. Same SaaS, two prompt envelopes — input validated against type A and preconditions before F; output validated against type B and postconditions after F.
The System
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Workflow system (autonomous)GEM²-Crafter builds, no hard-coded business logic. Olympic demo: 6-contract Health Insurance Claim pipeline assembled and deployed by the platform itself.
⚙️
Contract-Executor (Vultr)One CE per contract — F: Processing Logic. CEs receive structured input + reference data, produce CONTRACT.B output. Never marks its own homework.
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L1 + L2 audit gatesgem2-truth-filter scoring at every step boundary. ALLOW | DENY before each F runs; SUCCESS | FAILURE after. Binary + score → workflow advances or halts.
GEM².AI — Milan AI Week 2026 · AI Agent Olympics · Google + Vultr tracks
GEM²-Crafter
Agentic Workflow Orchestrator — TPMN Skill System
I
Init
→
P
Plan
→
E
Execute
→
V
Verify
→
D
Deploy
Welcome to GEM²-Crafter
I orchestrate TPMN lifecycle skills. Try:
"Plan a customer onboarding process for a SaaS company"